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Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment.

Kenny H ChaWeijie ChenJudy Wawira GichoyaNicholas GruszauskasJayashree Kalpathy-CramerSanmi KoyejoKyle J MyersRui Carlos SáBerkman SahinerHeather M WhitneyZi ZhangMaryellen L Giger
Published in: Journal of medical imaging (Bellingham, Wash.) (2023)
Our findings provide a valuable resource to researchers, clinicians, and the public at large.
Keyphrases
  • artificial intelligence
  • big data
  • healthcare
  • machine learning
  • deep learning
  • climate change
  • palliative care
  • mental health
  • electronic health record
  • bioinformatics analysis
  • adverse drug
  • data analysis